Very easily, you can get to the other side of the world before you even become infectious, which can be days after contracting the virus. Even if there were a trail of infectious they were probably chalked up as the flu and is likely to be undetected. If it was spreading then the virus may not have been adapted enough for the explosive growth we saw in Wuhan.